Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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Nvidia
NVIDIA A100-SXM4-80GB
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8
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8
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8
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8
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8
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8
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8
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Nvidia
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8
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Nvidia
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8
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80
hbm2e
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14
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Nvidia
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Ampere
8
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Nvidia
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8
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Nvidia
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8
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24
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Nvidia
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8
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23
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Nvidia
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8
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80
hbm2e
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23
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8
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80
hbm2e
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24
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Nvidia
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8
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80
hbm2e
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23
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31.3
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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32
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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Nvidia
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8
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30
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Nvidia
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8
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Nvidia
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8
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Nvidia
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Nvidia
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Nvidia
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Ampere
8
6,912
108
80
hbm2e
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432
3
0.58
100
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
3
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28
MobileNet_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr0001_3136
1
224
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.81
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28
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224
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
3
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
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29
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NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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6
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
5
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28
MobileNet_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr001_1594
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224
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model-npz/MobileNet_optsgd_s1_e10_b1_lr0001_3334.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.64
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28
27.68
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1
224
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10
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10
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model-npz/MobileNet_optsgd_s1_e10_b1_lr00001_2537.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.92
100
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28
28
MobileNet_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr0001_2822
1
224
224
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10
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10
1
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model-npz/MobileNet_optsgd_s1_e10_b1_lr00001_2116.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.88
100
19.46
28
27.62
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr01_3197
10
224
224
3
10
sgd
1
1
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model-npz/MobileNet_optsgd_s10_e1_b1_lr001_1879.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.88
100
19.12
28
28
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr01_2938
10
224
224
3
10
sgd
1
1
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model-npz/MobileNet_optsgd_s10_e1_b1_lr001_3159.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.62
100
14.12
28
27.65
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr001_1638
10
224
224
3
10
sgd
1
1
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model-npz/MobileNet_optsgd_s10_e1_b1_lr0001_1725.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.68
100
16.88
29
28.08
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr001_2058
10
224
224
3
10
sgd
1
1
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model-npz/MobileNet_optsgd_s10_e1_b1_lr0001_1882.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.52
100
13.37
28
27.59
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr0001_8148
10
224
224
3
10
sgd
1
1
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model-npz/MobileNet_optsgd_s10_e1_b1_lr00001_1100.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.8
100
18.6
28
28
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr0001_1689
10
224
224
3
10
sgd
1
1
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8.46
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model-npz/MobileNet_optsgd_s10_e1_b1_lr00001_2334.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.58
100
14.19
28
27.54
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr01_3276
10
224
224
3
10
sgd
1
2
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model-npz/MobileNet_optsgd_s10_e1_b2_lr001_1417.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.73
100
14.69
28
27.96
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr01_2602
10
224
224
3
10
sgd
1
2
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1.68
8.42
8.44
model-npz/MobileNet_optsgd_s10_e1_b2_lr001_3033.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.58
100
13.88
28
27.62
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr001_3015
10
224
224
3
10
sgd
1
2
0.001
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1.67
8.34
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model-npz/MobileNet_optsgd_s10_e1_b2_lr0001_2891.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.81
100
15.46
28
27.42
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr001_1084
10
224
224
3
10
sgd
1
2
0.001
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1.68
8.39
8.42
model-npz/MobileNet_optsgd_s10_e1_b2_lr0001_1522.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.72
100
15.2
28
27.44
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr0001_9046
10
224
224
3
10
sgd
1
2
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model-npz/MobileNet_optsgd_s10_e1_b2_lr00001_1342.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.88
100
16
28
27.16